There are a few constraints facing policymakers who try to incentivize people to have babies.
People can only drive or commute a few hours per day without being unable to care for children due to schedule. But the best opportunities cluster in small urban districts.
Throw money at the problem and it just gets used to fund housing, driving up costs and absorbing the money, leaving things back where they started.
This combination chokes population growth.